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Feragen, A.; Kasenburg, N.; Petersen, J.; de Bruijne, M.; Borgwardt, K.: Scalable kernels for graphs with continuous attributes. In: Advances in Neural Information Processing Systems 26, pp. 216 - 224 (Eds. Burges, C.; Bottou, L.). Advances in Neural Information Processing Systems 26 (NIPS 2013), Lake Tahoe, NV, USA , December 05, 2013 - December 12, 2013. Curran, Red Hook, NY, USA (2014)

Rakitsch, B.; Lippert, C.; Borgwardt, K.; Stegle, O.: It is all in the noise: Efficient multi-task Gaussian process inference with structured residuals. In: Advances in Neural Information Processing Systems 26, Vol. 2, pp. 1468 - 1476 (Eds. Burges, C.; Bottou, L.; Welling, M.; Ghahramani, Z.; Weinberger, K.). 27th Annual Conference on Neural Information Processing Systems (NIPS 2013), Lake Tahoe, NV, USA, December 05, 2013 - December 10, 2013. Curran, Red Hook, NY, USA (2014)

Sugiyama, M.; Borgwardt, K.: Rapid Distance-Based Outlier Detection via Sampling. In: Advances in Neural Information Processing Systems 26, Vol. 1, pp. 467 - 475 (Eds. Burges, C.; Bottou, L.; Welling, M.; Ghahramani, Z.; Weinberger, K.). 27th Annual Conference on Neural Information Processing Systems (NIPS 2013), Lake Tahoe, NV, USA, December 05, 2013 - December 10, 2013. Curran, Red Hook, NY, USA (2014)

Hauberg, S.; Feragen, A.; Black, M.: Grassmann Averages for Scalable Robust PCA. In: 2014 IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2014), pp. 3810 - 3817. IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2014), Columbus, OH, USA, June 23, 2014 - June 28, 2014. IEEE, Piscataway, NJ, USA (2014)

Sugiyama, M.; Azencott, C.-A.; Grimm, D.; Kawahara, Y.; Borgwardt, K.: Multi-Task Feature Selection on Multiple Networks via Maximum Flows. In: 2014 SIAM International Conference on Data Mining, pp. 199 - 207 (Ed. Zaki, M.). 2014 SIAM International Conference on Data Mining , Philadelphia, PA, USA, April 24, 2014 - April 26, 2014. Society for Industrial and Applied Mathematics, Philadelphia, PA, USA (2014)

Azencott, C.-A.; Grimm, D.; Kawahara, Y.; Borgwardt, K.: A min-cut solution to mapping phenotypes to networks of genetic markers. In: 17th Annual International Conference on Research in Computational Molecular Biology (RECOMB 2013). 17th Annual International Conference on Research in Computational Molecular Biology (RECOMB 2013), Beijing, China, April 07, 2013 - April 10, 2013. (submitted)

Feragen, A.; Owen, M.; Petersen, J.; Wille, M.; Thomsen, L.; Dirksen, A.; de Bruijne, M.: Tree-Space Statistics and Approximations for Large-Scale Analysis of Anatomical Trees. In: Information Processing in Medical Imaging: 23rd International Conference, IPMI 2013, Asilomar, CA, USA, June 28-July 3, 2013, pp. 74 - 85 (Eds. Gee, J.; Joshi, S.; Pohl, K.; Wells, W.; Zöllei, L.). 23rd International Conference on Information Processing in Medical Imaging (IPMI 2013), Asilomar, CA, USA, June 28, 2013 - July 03, 2013. Springer, Berlin, Germany (2013)

Feragen, A.; Petersen, J.; Grimm, D.; Dirksen, A.; Pedersen, J.; Borgwardt, K.; Bruijne, M.: Geometric tree kernels: Classification of COPD from airway tree geometry. In: Information Processing in Medical Imaging, pp. 171 - 183 (Eds. Gee, J.; Joshi, S.). 23rd International Conference on Information Processing in Medical Imaging (IPMI 2013), Asilomar, CA, USA, June 28, 2013 - July 03, 2013. Springer, Berlin, Germany (2013)

Morris, Q.; Brenner, S.; Listgarten, J.; Stegle, O.: The future of genome-based medicine. In: Biocomputing 2013: Pacific Symposium on Biocomputing, pp. 456 - 458 (Eds. Altman, R.; Dunker, A.; Hunter, L.; Murray, T.; Klein, T.). Pacific Symposium on Biocomputing (PSB 2013), Kohala Coast, HI, USA, January 03, 2013 - January 07, 2013. World Scientific Publishing Company, Singapore (2013)

Sugiyama, M.; Borgwardt, K.: Measuring Statistical Dependence via the Mutual Information Dimension. In: Twenty-Third International Joint Conference on Artificial Intelligence (IJCAI 2013 ), pp. 1692 - 1698 (Ed. Rossi, F.). Twenty-Third International Joint Conference on Artificial Intelligence (IJCAI 2013 ), Beijing, China, August 03, 2013 - August 09, 2013. AAAI Press, Menlo Park, CA, USA (2013)

Engel, D.; Kottler, V.; Malisi, C.; Röttig, M.; Willing, E.; Schultheiss, S.: Crowd-Sourcing Design: Sketch Minimization using Crowds for Feedback. In: 4th Human Computation Workshop (HCOMP 2012), WS-12-08, pp. 71 - 77. 4th Human Computation Workshop (HCOMP 2012), Toronto, ON, Canada, July 23, 2012. (2012)

Habeck, M.: Evaluation of marginal likelihoods via the density of states. In: Artificial Intelligence and Statistics, 21-23 April 2012, La Palma, Canary Islands, pp. 486 - 494 (Eds. Lawrence, M.; Girolami, N.). Fifteenth International Conference on Artificial Intelligence and Statistics (AISTATS 2012), La Palma, Canary Islands, Spain, April 21, 2012 - April 23, 2012. International Machine Learning Society, Madison, WI, USA (2012)

Stegle, O.; Lippert, C.; Mooij, J.; Lawrence, N.; Borgwardt, K.: Efficient inference in matrix-variate Gaussian models with iid observation noise. In: Advances in Neural Information Processing Systems 24, pp. 630 - 638 (Eds. Shawe-Taylor, J.; Zemel, R.; Bartlett, P.; Pereira, F.; Weinberger, K.). Twenty-Fifth Annual Conference on Neural Information Processing Systems (NIPS 2011), Granada, Spain, December 12, 2011 - December 17, 2011. Curran, Red Hook, NY, USA (2012)

Stegle, O.; Roth, F.; Morris, Q.; Listgarten, J.: Personalized medicine: from genotypes and molecular phenotypes towards computed therapy. In: Biocomputing 2012: Proceedings of the Pacific Symposium, pp. 323 - 326 (Eds. Altman, R.; Dunker, A.; Hunter, L.; Murray, T.; Klein, T.). Pacific Symposium on Biocomputing (PSB 2012), Kohala Coast, HI, USA, January 03, 2012 - January 07, 2012. World Scientific Publishing, Singapore (2012)

Joubert, P.; Nickell, S.; Beck, F.; Habeck, M.; Hirsch, M.; Schölkopf, B.: Automatic particle picking using diffusion filtering and random forest classification. In: International Workshop on Microscopic Image Analysis with Application in Biology (MIAAB 2011). Sixth International Workshop on Microscopic Image Analysis with Application in Biology (MIAAB 2011), Heidelberg, Germany, September 02, 2011. (2011)

Achlioptas, P.; Schölkopf, B.; Borgwardt, K.: Two-locus association mapping in subquadratic time. In: 17th ACM SIGKKD Conference on Knowledge Discovery and Data Mining (KDD 2011), pp. 726 - 734 (Eds. Apté, C.; Ghosh, J.; Smyth, P.). 17th ACM SIGKKD Conference on Knowledge Discovery and Data Mining (KDD 2011), San Diego, CA, USA, August 21, 2011 - August 24, 2011. ACM Press, New York, NY, USA (2011)

Kopec, K.; Alva, V.; Lupas, A.: Bioinformatics of the TULIP domain superfamily. Models of Dementia: the Good, the Bad and the Future, Cambridge, UK, December 15, 2010 - December 17, 2010. Biochemical Society Transactions 39 (4), pp. 1033 - 1038 (2011)

Langovoy, M.; Habeck, M.; Schölkopf, B.: Adaptive nonparametric detection in cryo-electron microscopy. In: 58th World Statistics Congress of the International Statistical Institute (ISI 2011). 58th World Statistics Congress of the International Statistical Institute (ISI 2011), Dublin, Ireland, August 21, 2011 - August 26, 2011. (2011)

Langovoy, M.; Habeck, M.; Schölkopf, B.: Spatial statistics, image analysis and percolation theory. In: 2011 Joint Statistical Meetings (JSM). 2011 Joint Statistical Meetings (JSM), Miami Beach, FL, USA, July 30, 2011 - August 04, 2011. American Statistical Association, Alexandria, VA, USA (2011)